Overview

Brought to you by YData

Dataset statistics

Number of variables	50
Number of observations	204
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	79.8 KiB
Average record size in memory	400.6 B

Variable types

Categorical	28
Numeric	7
Text	15

Alerts

`ALP` is highly overall correlated with `GGT`	High correlation
`ALT` is highly overall correlated with `AST`	High correlation
`AST` is highly overall correlated with `ALT` and 1 other fields	High correlation
`Alcohol` is highly overall correlated with `Grams_day`	High correlation
`Encephalopathy` is highly overall correlated with `HBeAg`	High correlation
`GGT` is highly overall correlated with `ALP`	High correlation
`Grams_day` is highly overall correlated with `Alcohol`	High correlation
`HBeAg` is highly overall correlated with `AST` and 2 other fields	High correlation
`HIV` is highly overall correlated with `Packs_year`	High correlation
`PHT` is highly overall correlated with `Spleno` and 1 other fields	High correlation
`PS` is highly overall correlated with `HBeAg`	High correlation
`Packs_year` is highly overall correlated with `HIV` and 1 other fields	High correlation
`Smoking` is highly overall correlated with `Packs_year`	High correlation
`Spleno` is highly overall correlated with `PHT` and 1 other fields	High correlation
`Varices` is highly overall correlated with `PHT` and 1 other fields	High correlation
`HBsAg` is highly imbalanced (55.3%)	Imbalance
`HBeAg` is highly imbalanced (88.9%)	Imbalance
`Cirrhosis` is highly imbalanced (52.2%)	Imbalance
`Endemic` is highly imbalanced (67.7%)	Imbalance
`Obesity` is highly imbalanced (50.7%)	Imbalance
`Hemochro` is highly imbalanced (69.7%)	Imbalance
`HIV` is highly imbalanced (88.9%)	Imbalance
`NASH` is highly imbalanced (71.8%)	Imbalance
`Encephalopathy` is highly imbalanced (53.8%)	Imbalance
`Class` is uniformly distributed	Uniform
`Grams_day` has 46 (22.5%) zeros	Zeros

Reproduction

Analysis started	2025-02-23 06:16:43.808087
Analysis finished	2025-02-23 06:16:52.395841
Duration	8.59 seconds
Software version	ydata-profiling vv4.12.2
Download configuration	config.json

Gender
Categorical

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

1	162
0	42

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	162	79.4%
0	42	20.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	162	79.4%
0	42	20.6%

Most occurring characters

Value	Count	Frequency (%)
1	162	79.4%
0	42	20.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	162	79.4%
0	42	20.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	162	79.4%
0	42	20.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	162	79.4%
0	42	20.6%

Symptoms
Categorical

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

1	141
0	63

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	141	69.1%
0	63	30.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	141	69.1%
0	63	30.9%

Most occurring characters

Value	Count	Frequency (%)
1	141	69.1%
0	63	30.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	141	69.1%
0	63	30.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	141	69.1%
0	63	30.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	141	69.1%
0	63	30.9%

Alcohol
Categorical

High correlation

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

1	147
0	57

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	147	72.1%
0	57	27.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	147	72.1%
0	57	27.9%

Most occurring characters

Value	Count	Frequency (%)
1	147	72.1%
0	57	27.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	147	72.1%
0	57	27.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	147	72.1%
0	57	27.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	147	72.1%
0	57	27.9%

HBsAg
Categorical

Imbalance

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

0	185
1	19

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	185	90.7%
1	19	9.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	185	90.7%
1	19	9.3%

Most occurring characters

Value	Count	Frequency (%)
0	185	90.7%
1	19	9.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	185	90.7%
1	19	9.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	185	90.7%
1	19	9.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	185	90.7%
1	19	9.3%

HBeAg
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

0	201
1	3

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	201	98.5%
1	3	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	201	98.5%
1	3	1.5%

Most occurring characters

Value	Count	Frequency (%)
0	201	98.5%
1	3	1.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	201	98.5%
1	3	1.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	201	98.5%
1	3	1.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	201	98.5%
1	3	1.5%

HBcAb
Categorical

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

0	151
1	53

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	151	74.0%
1	53	26.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	151	74.0%
1	53	26.0%

Most occurring characters

Value	Count	Frequency (%)
0	151	74.0%
1	53	26.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	151	74.0%
1	53	26.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	151	74.0%
1	53	26.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	151	74.0%
1	53	26.0%

HCVAb
Categorical

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

0	162
1	42

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	162	79.4%
1	42	20.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	162	79.4%
1	42	20.6%

Most occurring characters

Value	Count	Frequency (%)
0	162	79.4%
1	42	20.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	162	79.4%
1	42	20.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	162	79.4%
1	42	20.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	162	79.4%
1	42	20.6%

Cirrhosis
Categorical

Imbalance

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

1	183
0	21

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	183	89.7%
0	21	10.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	183	89.7%
0	21	10.3%

Most occurring characters

Value	Count	Frequency (%)
1	183	89.7%
0	21	10.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	183	89.7%
0	21	10.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	183	89.7%
0	21	10.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	183	89.7%
0	21	10.3%

Endemic
Categorical

Imbalance

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

0	192
1	12

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	192	94.1%
1	12	5.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	192	94.1%
1	12	5.9%

Most occurring characters

Value	Count	Frequency (%)
0	192	94.1%
1	12	5.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	192	94.1%
1	12	5.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	192	94.1%
1	12	5.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	192	94.1%
1	12	5.9%

Smoking
Categorical

High correlation

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

0	112
1	92

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	112	54.9%
1	92	45.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	112	54.9%
1	92	45.1%

Most occurring characters

Value	Count	Frequency (%)
0	112	54.9%
1	92	45.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	112	54.9%
1	92	45.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	112	54.9%
1	92	45.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	112	54.9%
1	92	45.1%

Diabetes
Categorical

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

0	131
1	73

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	131	64.2%
1	73	35.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	131	64.2%
1	73	35.8%

Most occurring characters

Value	Count	Frequency (%)
0	131	64.2%
1	73	35.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	131	64.2%
1	73	35.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	131	64.2%
1	73	35.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	131	64.2%
1	73	35.8%

Obesity
Categorical

Imbalance

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

0	182
1	22

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	182	89.2%
1	22	10.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	182	89.2%
1	22	10.8%

Most occurring characters

Value	Count	Frequency (%)
0	182	89.2%
1	22	10.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	182	89.2%
1	22	10.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	182	89.2%
1	22	10.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	182	89.2%
1	22	10.8%

Hemochro
Categorical

Imbalance

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

0	193
1	11

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	193	94.6%
1	11	5.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	193	94.6%
1	11	5.4%

Most occurring characters

Value	Count	Frequency (%)
0	193	94.6%
1	11	5.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	193	94.6%
1	11	5.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	193	94.6%
1	11	5.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	193	94.6%
1	11	5.4%

AHT
Categorical

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

0	129
1	75

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	129	63.2%
1	75	36.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	129	63.2%
1	75	36.8%

Most occurring characters

Value	Count	Frequency (%)
0	129	63.2%
1	75	36.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	129	63.2%
1	75	36.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	129	63.2%
1	75	36.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	129	63.2%
1	75	36.8%

CRI
Categorical

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

0	175
1	29

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	175	85.8%
1	29	14.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	175	85.8%
1	29	14.2%

Most occurring characters

Value	Count	Frequency (%)
0	175	85.8%
1	29	14.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	175	85.8%
1	29	14.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	175	85.8%
1	29	14.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	175	85.8%
1	29	14.2%

HIV
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

0	201
1	3

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	201	98.5%
1	3	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	201	98.5%
1	3	1.5%

Most occurring characters

Value	Count	Frequency (%)
0	201	98.5%
1	3	1.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	201	98.5%
1	3	1.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	201	98.5%
1	3	1.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	201	98.5%
1	3	1.5%

NASH
Categorical

Imbalance

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

0	194
1	10

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	194	95.1%
1	10	4.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	194	95.1%
1	10	4.9%

Most occurring characters

Value	Count	Frequency (%)
0	194	95.1%
1	10	4.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	194	95.1%
1	10	4.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	194	95.1%
1	10	4.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	194	95.1%
1	10	4.9%

Varices
Categorical

High correlation

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

1	129
0	75

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	129	63.2%
0	75	36.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	129	63.2%
0	75	36.8%

Most occurring characters

Value	Count	Frequency (%)
1	129	63.2%
0	75	36.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	129	63.2%
0	75	36.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	129	63.2%
0	75	36.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	129	63.2%
0	75	36.8%

Spleno
Categorical

High correlation

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

1	109
0	95

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	109	53.4%
0	95	46.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	109	53.4%
0	95	46.6%

Most occurring characters

Value	Count	Frequency (%)
1	109	53.4%
0	95	46.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	109	53.4%
0	95	46.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	109	53.4%
0	95	46.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	109	53.4%
0	95	46.6%

PHT
Categorical

High correlation

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

1	139
0	65

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	139	68.1%
0	65	31.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	139	68.1%
0	65	31.9%

Most occurring characters

Value	Count	Frequency (%)
1	139	68.1%
0	65	31.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	139	68.1%
0	65	31.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	139	68.1%
0	65	31.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	139	68.1%
0	65	31.9%

PVT
Categorical

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

0	159
1	45

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	159	77.9%
1	45	22.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	159	77.9%
1	45	22.1%

Most occurring characters

Value	Count	Frequency (%)
0	159	77.9%
1	45	22.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	159	77.9%
1	45	22.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	159	77.9%
1	45	22.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	159	77.9%
1	45	22.1%

Metastasis
Categorical

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

0	153
1	51

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	153	75.0%
1	51	25.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	153	75.0%
1	51	25.0%

Most occurring characters

Value	Count	Frequency (%)
0	153	75.0%
1	51	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	153	75.0%
1	51	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	153	75.0%
1	51	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	153	75.0%
1	51	25.0%

Hallmark
Categorical

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

1	134
0	70

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	134	65.7%
0	70	34.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	134	65.7%
0	70	34.3%

Most occurring characters

Value	Count	Frequency (%)
1	134	65.7%
0	70	34.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	134	65.7%
0	70	34.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	134	65.7%
0	70	34.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	134	65.7%
0	70	34.3%

Age
Real number (ℝ)

Distinct	53
Distinct (%)	26.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	65.529412

Minimum	20
Maximum	93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	20
5-th percentile	43
Q1	58.75
median	67
Q3	74.25
95-th percentile	82
Maximum	93
Range	73
Interquartile range (IQR)	15.5

Descriptive statistics

Standard deviation	12.778296
Coefficient of variation (CV)	0.19500092
Kurtosis	1.0289585
Mean	65.529412
Median Absolute Deviation (MAD)	8
Skewness	-0.84548163
Sum	13368
Variance	163.28484
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
71	10	4.9%
62	9	4.4%
67	9	4.4%
74	9	4.4%
64	8	3.9%
73	8	3.9%
63	7	3.4%
78	7	3.4%
76	7	3.4%
66	7	3.4%
Other values (43)	123	60.3%

Value	Count	Frequency (%)
20	1	0.5%
23	1	0.5%
25	1	0.5%
27	1	0.5%
36	2	1.0%
40	2	1.0%
41	2	1.0%
43	3	1.5%
44	1	0.5%
45	2	1.0%

Value	Count	Frequency (%)
93	1	0.5%
88	1	0.5%
87	2	1.0%
86	1	0.5%
85	1	0.5%
84	3	1.5%
83	1	0.5%
82	4	2.0%
81	3	1.5%
80	5	2.5%

Grams_day
Real number (ℝ)

High correlation Zeros

Distinct	41
Distinct (%)	20.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	75.294118

Minimum	0
Maximum	500
Zeros	46
Zeros (%)	22.5%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	19.25
median	85
Q3	100
95-th percentile	200
Maximum	500
Range	500
Interquartile range (IQR)	80.75

Descriptive statistics

Standard deviation	63.181354
Coefficient of variation (CV)	0.83912736
Kurtosis	9.782102
Mean	75.294118
Median Absolute Deviation (MAD)	15
Skewness	1.8561425
Sum	15360
Variance	3991.8835
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
100	70	34.3%
0	46	22.5%
75	10	4.9%
200	9	4.4%
80	9	4.4%
60	8	3.9%
70	5	2.5%
50	4	2.0%
180	3	1.5%
86	2	1.0%
Other values (31)	38	18.6%

Value	Count	Frequency (%)
0	46	22.5%
4	1	0.5%
5	2	1.0%
12	1	0.5%
17	1	0.5%
20	2	1.0%
23	2	1.0%
24	1	0.5%
30	1	0.5%
35	1	0.5%

Value	Count	Frequency (%)
500	1	0.5%
300	1	0.5%
250	1	0.5%
200	9	4.4%
180	3	1.5%
150	1	0.5%
137	1	0.5%
128	1	0.5%
124	1	0.5%
120	2	1.0%

Packs_year
Categorical

High correlation

Distinct	46
Distinct (%)	22.5%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

0	96
30	11
67,5	11
40	9
1	7
Other values (41)	70

Length

Max length	4
Median length	1
Mean length	1.5833333
Min length	1

Characters and Unicode

Total characters	323
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	26 ?
Unique (%)	12.7%

Sample

1st row	15
2nd row	0
3rd row	50
4th row	30
5th row	30

Common Values

Value	Count	Frequency (%)
0	96	47.1%
30	11	5.4%
67,5	11	5.4%
40	9	4.4%
1	7	3.4%
60	6	2.9%
50	5	2.5%
32	3	1.5%
20	3	1.5%
25	3	1.5%
Other values (36)	50	24.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	96	47.1%
30	11	5.4%
67,5	11	5.4%
40	9	4.4%
1	7	3.4%
60	6	2.9%
50	5	2.5%
32	3	1.5%
20	3	1.5%
25	3	1.5%
Other values (36)	50	24.5%

Most occurring characters

Value	Count	Frequency (%)
0	136	42.1%
5	30	9.3%
3	27	8.4%
4	22	6.8%
7	22	6.8%
1	21	6.5%
6	20	6.2%
2	19	5.9%
,	14	4.3%
8	10	3.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	323	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	136	42.1%
5	30	9.3%
3	27	8.4%
4	22	6.8%
7	22	6.8%
1	21	6.5%
6	20	6.2%
2	19	5.9%
,	14	4.3%
8	10	3.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	323	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	136	42.1%
5	30	9.3%
3	27	8.4%
4	22	6.8%
7	22	6.8%
1	21	6.5%
6	20	6.2%
2	19	5.9%
,	14	4.3%
8	10	3.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	323	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	136	42.1%
5	30	9.3%
3	27	8.4%
4	22	6.8%
7	22	6.8%
1	21	6.5%
6	20	6.2%
2	19	5.9%
,	14	4.3%
8	10	3.1%

PS
Categorical

High correlation

Distinct	5
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

0	88
1	44
2	37
3	29
4	6

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	2
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	88	43.1%
1	44	21.6%
2	37	18.1%
3	29	14.2%
4	6	2.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	88	43.1%
1	44	21.6%
2	37	18.1%
3	29	14.2%
4	6	2.9%

Most occurring characters

Value	Count	Frequency (%)
0	88	43.1%
1	44	21.6%
2	37	18.1%
3	29	14.2%
4	6	2.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	88	43.1%
1	44	21.6%
2	37	18.1%
3	29	14.2%
4	6	2.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	88	43.1%
1	44	21.6%
2	37	18.1%
3	29	14.2%
4	6	2.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	88	43.1%
1	44	21.6%
2	37	18.1%
3	29	14.2%
4	6	2.9%

Encephalopathy
Categorical

High correlation Imbalance

Distinct	3
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

1	173
2	24
3	7

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	173	84.8%
2	24	11.8%
3	7	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	173	84.8%
2	24	11.8%
3	7	3.4%

Most occurring characters

Value	Count	Frequency (%)
1	173	84.8%
2	24	11.8%
3	7	3.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	173	84.8%
2	24	11.8%
3	7	3.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	173	84.8%
2	24	11.8%
3	7	3.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	173	84.8%
2	24	11.8%
3	7	3.4%

Ascites
Categorical

Distinct	3
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

1	134
2	47
3	23

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	2
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	134	65.7%
2	47	23.0%
3	23	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	134	65.7%
2	47	23.0%
3	23	11.3%

Most occurring characters

Value	Count	Frequency (%)
1	134	65.7%
2	47	23.0%
3	23	11.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	134	65.7%
2	47	23.0%
3	23	11.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	134	65.7%
2	47	23.0%
3	23	11.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	134	65.7%
2	47	23.0%
3	23	11.3%

INR
Text

Distinct	95
Distinct (%)	46.6%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

Length

Max length	5
Median length	4
Mean length	3.8872549
Min length	1

Characters and Unicode

Total characters	793
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	39 ?
Unique (%)	19.1%

Sample

1st row	1,53
2nd row	1,24
3rd row	0,96
4th row	0,95
5th row	0,94

Value	Count	Frequency (%)
1,2	8	3.9%
1,33	8	3.9%
1,24	6	2.9%
1,25	6	2.9%
1,46	5	2.5%
1,17	5	2.5%
1,09	5	2.5%
1,3	4	2.0%
1,18	4	2.0%
1,12	4	2.0%
Other values (85)	149	73.0%

Most occurring characters

Value	Count	Frequency (%)
1	226	28.5%
,	202	25.5%
2	71	9.0%
3	59	7.4%
4	52	6.6%
5	35	4.4%
0	34	4.3%
6	32	4.0%
9	31	3.9%
7	27	3.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	793	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	226	28.5%
,	202	25.5%
2	71	9.0%
3	59	7.4%
4	52	6.6%
5	35	4.4%
0	34	4.3%
6	32	4.0%
9	31	3.9%
7	27	3.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	793	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	226	28.5%
,	202	25.5%
2	71	9.0%
3	59	7.4%
4	52	6.6%
5	35	4.4%
0	34	4.3%
6	32	4.0%
9	31	3.9%
7	27	3.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	793	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	226	28.5%
,	202	25.5%
2	71	9.0%
3	59	7.4%
4	52	6.6%
5	35	4.4%
0	34	4.3%
6	32	4.0%
9	31	3.9%
7	27	3.4%

AFP
Text

Distinct	170
Distinct (%)	83.3%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

Length

Max length	7
Median length	6
Mean length	3.4117647
Min length	1

Characters and Unicode

Total characters	696
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	145 ?
Unique (%)	71.1%

Sample

1st row	95
2nd row	2,6
3rd row	5,8
4th row	2440
5th row	49

Value	Count	Frequency (%)
2,6	4	2.0%
41	3	1.5%
2,8	3	1.5%
3,1	3	1.5%
20	3	1.5%
18	3	1.5%
5,2	3	1.5%
2,5	3	1.5%
60	2	1.0%
3,9	2	1.0%
Other values (160)	175	85.8%

Most occurring characters

Value	Count	Frequency (%)
,	94	13.5%
2	93	13.4%
1	93	13.4%
5	64	9.2%
4	64	9.2%
7	55	7.9%
6	53	7.6%
3	50	7.2%
8	49	7.0%
9	44	6.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	696	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
,	94	13.5%
2	93	13.4%
1	93	13.4%
5	64	9.2%
4	64	9.2%
7	55	7.9%
6	53	7.6%
3	50	7.2%
8	49	7.0%
9	44	6.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	696	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
,	94	13.5%
2	93	13.4%
1	93	13.4%
5	64	9.2%
4	64	9.2%
7	55	7.9%
6	53	7.6%
3	50	7.2%
8	49	7.0%
9	44	6.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	696	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
,	94	13.5%
2	93	13.4%
1	93	13.4%
5	64	9.2%
4	64	9.2%
7	55	7.9%
6	53	7.6%
3	50	7.2%
8	49	7.0%
9	44	6.3%

Hemoglobin
Text

Distinct	78
Distinct (%)	38.2%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

Length

Max length	4
Median length	4
Mean length	3.7352941
Min length	1

Characters and Unicode

Total characters	762
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	31 ?
Unique (%)	15.2%

Sample

1st row	13,7
2nd row	10,3
3rd row	8,9
4th row	13,4
5th row	14,3

Value	Count	Frequency (%)
12,6	9	4.4%
14,9	8	3.9%
12,1	6	2.9%
13,1	6	2.9%
13	6	2.9%
10,8	6	2.9%
13,3	5	2.5%
11,8	5	2.5%
11,3	5	2.5%
12,7	5	2.5%
Other values (68)	143	70.1%

Most occurring characters

Value	Count	Frequency (%)
1	237	31.1%
,	187	24.5%
3	65	8.5%
2	50	6.6%
4	47	6.2%
5	37	4.9%
9	34	4.5%
6	30	3.9%
0	25	3.3%
8	25	3.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	762	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	237	31.1%
,	187	24.5%
3	65	8.5%
2	50	6.6%
4	47	6.2%
5	37	4.9%
9	34	4.5%
6	30	3.9%
0	25	3.3%
8	25	3.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	762	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	237	31.1%
,	187	24.5%
3	65	8.5%
2	50	6.6%
4	47	6.2%
5	37	4.9%
9	34	4.5%
6	30	3.9%
0	25	3.3%
8	25	3.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	762	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	237	31.1%
,	187	24.5%
3	65	8.5%
2	50	6.6%
4	47	6.2%
5	37	4.9%
9	34	4.5%
6	30	3.9%
0	25	3.3%
8	25	3.3%

MCV
Text

Distinct	145
Distinct (%)	71.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

Length

Max length	5
Median length	4
Mean length	3.9607843
Min length	2

Characters and Unicode

Total characters	808
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	100 ?
Unique (%)	49.0%

Sample

1st row	106,6
2nd row	83
3rd row	79,8
4th row	97,1
5th row	95,1

Value	Count	Frequency (%)
95,1	5	2.5%
89,5	5	2.5%
92	3	1.5%
93,8	3	1.5%
102	3	1.5%
88	3	1.5%
92,3	3	1.5%
96,1	3	1.5%
88,9	3	1.5%
91,6	3	1.5%
Other values (135)	170	83.3%

Most occurring characters

Value	Count	Frequency (%)
,	174	21.5%
9	141	17.5%
1	94	11.6%
8	90	11.1%
0	63	7.8%
3	48	5.9%
6	46	5.7%
2	44	5.4%
7	37	4.6%
5	36	4.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	808	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
,	174	21.5%
9	141	17.5%
1	94	11.6%
8	90	11.1%
0	63	7.8%
3	48	5.9%
6	46	5.7%
2	44	5.4%
7	37	4.6%
5	36	4.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	808	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
,	174	21.5%
9	141	17.5%
1	94	11.6%
8	90	11.1%
0	63	7.8%
3	48	5.9%
6	46	5.7%
2	44	5.4%
7	37	4.6%
5	36	4.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	808	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
,	174	21.5%
9	141	17.5%
1	94	11.6%
8	90	11.1%
0	63	7.8%
3	48	5.9%
6	46	5.7%
2	44	5.4%
7	37	4.6%
5	36	4.5%

Leucocytes
Text

Distinct	123
Distinct (%)	60.3%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

Length

Max length	6
Median length	3
Mean length	3.3382353
Min length	1

Characters and Unicode

Total characters	681
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	76 ?
Unique (%)	37.3%

Sample

1st row	4,9
2nd row	6,1
3rd row	8,4
4th row	9
5th row	6,4

Value	Count	Frequency (%)
5	7	3.4%
5,5	6	2.9%
4,9	6	2.9%
6,1	5	2.5%
5,4	5	2.5%
4,3	4	2.0%
4,1	4	2.0%
6,4	3	1.5%
9	3	1.5%
5,7	3	1.5%
Other values (113)	158	77.5%

Most occurring characters

Value	Count	Frequency (%)
,	145	21.3%
0	87	12.8%
5	66	9.7%
6	62	9.1%
4	59	8.7%
1	53	7.8%
3	52	7.6%
9	51	7.5%
2	39	5.7%
8	38	5.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	681	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
,	145	21.3%
0	87	12.8%
5	66	9.7%
6	62	9.1%
4	59	8.7%
1	53	7.8%
3	52	7.6%
9	51	7.5%
2	39	5.7%
8	38	5.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	681	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
,	145	21.3%
0	87	12.8%
5	66	9.7%
6	62	9.1%
4	59	8.7%
1	53	7.8%
3	52	7.6%
9	51	7.5%
2	39	5.7%
8	38	5.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	681	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
,	145	21.3%
0	87	12.8%
5	66	9.7%
6	62	9.1%
4	59	8.7%
1	53	7.8%
3	52	7.6%
9	51	7.5%
2	39	5.7%
8	38	5.6%

Platelets
Text

Distinct	169
Distinct (%)	82.8%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

Length

Max length	9
Median length	8
Mean length	5.3676471
Min length	2

Characters and Unicode

Total characters	1095
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	142 ?
Unique (%)	69.6%

Sample

1st row	99
2nd row	1,71
3rd row	472
4th row	279
5th row	199

Value	Count	Frequency (%)
77000	5	2.5%
109000	3	1.5%
154000	3	1.5%
91000	3	1.5%
99	3	1.5%
96000	3	1.5%
42000	2	1.0%
194000	2	1.0%
1,71	2	1.0%
160000	2	1.0%
Other values (159)	176	86.3%

Most occurring characters

Value	Count	Frequency (%)
0	410	37.4%
1	136	12.4%
7	86	7.9%
2	80	7.3%
9	64	5.8%
8	64	5.8%
3	57	5.2%
5	54	4.9%
4	52	4.7%
6	52	4.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1095	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	410	37.4%
1	136	12.4%
7	86	7.9%
2	80	7.3%
9	64	5.8%
8	64	5.8%
3	57	5.2%
5	54	4.9%
4	52	4.7%
6	52	4.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1095	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	410	37.4%
1	136	12.4%
7	86	7.9%
2	80	7.3%
9	64	5.8%
8	64	5.8%
3	57	5.2%
5	54	4.9%
4	52	4.7%
6	52	4.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1095	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	410	37.4%
1	136	12.4%
7	86	7.9%
2	80	7.3%
9	64	5.8%
8	64	5.8%
3	57	5.2%
5	54	4.9%
4	52	4.7%
6	52	4.7%

Albumin
Text

Distinct	68
Distinct (%)	33.3%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

Length

Max length	4
Median length	3
Mean length	3.1078431
Min length	1

Characters and Unicode

Total characters	634
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	35 ?
Unique (%)	17.2%

Sample

1st row	3,4
2nd row	3,9
3rd row	3,3
4th row	3,7
5th row	4,1

Value	Count	Frequency (%)
3,1	13	6.4%
4,2	12	5.9%
3,2	12	5.9%
3,4	9	4.4%
3,6	9	4.4%
3,5	9	4.4%
4,1	9	4.4%
3,8	8	3.9%
2,7	7	3.4%
3	7	3.4%
Other values (58)	109	53.4%

Most occurring characters

Value	Count	Frequency (%)
,	192	30.3%
3	132	20.8%
4	87	13.7%
2	78	12.3%
1	38	6.0%
6	25	3.9%
8	22	3.5%
5	21	3.3%
7	21	3.3%
9	18	2.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	634	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
,	192	30.3%
3	132	20.8%
4	87	13.7%
2	78	12.3%
1	38	6.0%
6	25	3.9%
8	22	3.5%
5	21	3.3%
7	21	3.3%
9	18	2.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	634	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
,	192	30.3%
3	132	20.8%
4	87	13.7%
2	78	12.3%
1	38	6.0%
6	25	3.9%
8	22	3.5%
5	21	3.3%
7	21	3.3%
9	18	2.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	634	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
,	192	30.3%
3	132	20.8%
4	87	13.7%
2	78	12.3%
1	38	6.0%
6	25	3.9%
8	22	3.5%
5	21	3.3%
7	21	3.3%
9	18	2.8%

Total_Bil
Text

Distinct	95
Distinct (%)	46.6%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

Length

Max length	5
Median length	3
Mean length	3.0833333
Min length	1

Characters and Unicode

Total characters	629
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	64 ?
Unique (%)	31.4%

Sample

1st row	2,1
2nd row	0,8
3rd row	0,4
4th row	0,4
5th row	0,7

Value	Count	Frequency (%)
0,8	12	5.9%
0,5	12	5.9%
1,3	11	5.4%
1	11	5.4%
0,7	10	4.9%
0,9	8	3.9%
1,4	7	3.4%
0,6	6	2.9%
1,7	5	2.5%
1,2	5	2.5%
Other values (85)	117	57.4%

Most occurring characters

Value	Count	Frequency (%)
,	189	30.0%
1	92	14.6%
0	66	10.5%
3	49	7.8%
2	48	7.6%
8	34	5.4%
5	34	5.4%
7	32	5.1%
6	29	4.6%
4	28	4.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	629	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
,	189	30.0%
1	92	14.6%
0	66	10.5%
3	49	7.8%
2	48	7.6%
8	34	5.4%
5	34	5.4%
7	32	5.1%
6	29	4.6%
4	28	4.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	629	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
,	189	30.0%
1	92	14.6%
0	66	10.5%
3	49	7.8%
2	48	7.6%
8	34	5.4%
5	34	5.4%
7	32	5.1%
6	29	4.6%
4	28	4.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	629	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
,	189	30.0%
1	92	14.6%
0	66	10.5%
3	49	7.8%
2	48	7.6%
8	34	5.4%
5	34	5.4%
7	32	5.1%
6	29	4.6%
4	28	4.5%

ALT
Real number (ℝ)

High correlation

Distinct	104
Distinct (%)	51.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	66.372549

Minimum	11
Maximum	420
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	11
5-th percentile	18.15
Q1	31
median	53
Q3	79
95-th percentile	153.4
Maximum	420
Range	409
Interquartile range (IQR)	48

Descriptive statistics

Standard deviation	52.97149
Coefficient of variation (CV)	0.79809335
Kurtosis	11.512018
Mean	66.372549
Median Absolute Deviation (MAD)	23
Skewness	2.6832743
Sum	13540
Variance	2805.9788
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31	7	3.4%
43	6	2.9%
28	6	2.9%
35	6	2.9%
42	6	2.9%
62	5	2.5%
27	5	2.5%
26	5	2.5%
34	4	2.0%
70	4	2.0%
Other values (94)	150	73.5%

Value	Count	Frequency (%)
11	3	1.5%
13	1	0.5%
15	1	0.5%
16	2	1.0%
17	1	0.5%
18	3	1.5%
19	2	1.0%
20	2	1.0%
21	1	0.5%
22	1	0.5%

Value	Count	Frequency (%)
420	1	0.5%
299	1	0.5%
262	1	0.5%
217	1	0.5%
207	1	0.5%
204	1	0.5%
195	1	0.5%
178	1	0.5%
164	1	0.5%
162	1	0.5%

AST
Real number (ℝ)

High correlation

Distinct	122
Distinct (%)	59.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	96.02451

Minimum	17
Maximum	553
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	17
5-th percentile	28.15
Q1	48
median	73.5
Q3	111.25
95-th percentile	250.8
Maximum	553
Range	536
Interquartile range (IQR)	63.25

Descriptive statistics

Standard deviation	81.639327
Coefficient of variation (CV)	0.85019259
Kurtosis	9.5581633
Mean	96.02451
Median Absolute Deviation (MAD)	28.5
Skewness	2.729893
Sum	19589
Variance	6664.9797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
85	6	2.9%
29	5	2.5%
86	4	2.0%
52	4	2.0%
91	4	2.0%
38	4	2.0%
32	4	2.0%
63	4	2.0%
80	4	2.0%
67	3	1.5%
Other values (112)	162	79.4%

Value	Count	Frequency (%)
17	2	1.0%
19	1	0.5%
20	1	0.5%
23	1	0.5%
24	1	0.5%
26	2	1.0%
27	1	0.5%
28	2	1.0%
29	5	2.5%
30	1	0.5%

Value	Count	Frequency (%)
553	1	0.5%
523	1	0.5%
401	1	0.5%
357	1	0.5%
354	1	0.5%
335	1	0.5%
334	1	0.5%
325	1	0.5%
306	1	0.5%
266	1	0.5%

GGT
Real number (ℝ)

High correlation

Distinct	166
Distinct (%)	81.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	271.44118

Minimum	23
Maximum	1575
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	23
5-th percentile	45.15
Q1	93.5
median	184.5
Q3	352.25
95-th percentile	786.6
Maximum	1575
Range	1552
Interquartile range (IQR)	258.75

Descriptive statistics

Standard deviation	251.68148
Coefficient of variation (CV)	0.9272045
Kurtosis	5.1889593
Mean	271.44118
Median Absolute Deviation (MAD)	104.5
Skewness	1.9987548
Sum	55374
Variance	63343.568
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
82	4	2.0%
80	4	2.0%
23	3	1.5%
115	3	1.5%
196	3	1.5%
143	2	1.0%
184	2	1.0%
205	2	1.0%
75	2	1.0%
38	2	1.0%
Other values (156)	177	86.8%

Value	Count	Frequency (%)
23	3	1.5%
33	1	0.5%
34	1	0.5%
35	1	0.5%
38	2	1.0%
40	1	0.5%
44	1	0.5%
45	1	0.5%
46	1	0.5%
49	1	0.5%

Value	Count	Frequency (%)
1575	1	0.5%
1390	1	0.5%
1020	1	0.5%
993	1	0.5%
983	1	0.5%
924	1	0.5%
879	1	0.5%
869	1	0.5%
833	1	0.5%
816	1	0.5%

ALP
Real number (ℝ)

High correlation

Distinct	148
Distinct (%)	72.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	221.17647

Minimum	1
Maximum	980
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	1
5-th percentile	70.45
Q1	109.75
median	168
Q3	277.25
95-th percentile	578.4
Maximum	980
Range	979
Interquartile range (IQR)	167.5

Descriptive statistics

Standard deviation	168.85257
Coefficient of variation (CV)	0.76342917
Kurtosis	5.832859
Mean	221.17647
Median Absolute Deviation (MAD)	67
Skewness	2.2004961
Sum	45120
Variance	28511.19
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
97	6	2.9%
120	5	2.5%
109	5	2.5%
141	4	2.0%
108	3	1.5%
166	3	1.5%
117	3	1.5%
85	3	1.5%
113	3	1.5%
174	3	1.5%
Other values (138)	166	81.4%

Value	Count	Frequency (%)
1	1	0.5%
44	1	0.5%
55	1	0.5%
56	1	0.5%
62	1	0.5%
63	1	0.5%
66	1	0.5%
68	2	1.0%
70	2	1.0%
73	1	0.5%

Value	Count	Frequency (%)
980	1	0.5%
974	1	0.5%
923	1	0.5%
913	1	0.5%
684	1	0.5%
670	1	0.5%
649	1	0.5%
629	1	0.5%
595	1	0.5%
587	1	0.5%

TP
Text

Distinct	51
Distinct (%)	25.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

Length

Max length	4
Median length	3
Mean length	2.7892157
Min length	1

Characters and Unicode

Total characters	569
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	19 ?
Unique (%)	9.3%

Sample

1st row	7,1
2nd row	7
3rd row	7
4th row	8,1
5th row	6,9

Value	Count	Frequency (%)
7,2	14	6.9%
7	13	6.4%
7,3	12	5.9%
6,3	10	4.9%
7,1	10	4.9%
6,7	9	4.4%
6,8	9	4.4%
6,9	8	3.9%
7,6	8	3.9%
6,1	7	3.4%
Other values (41)	104	51.0%

Most occurring characters

Value	Count	Frequency (%)
,	177	31.1%
7	104	18.3%
6	86	15.1%
5	44	7.7%
8	38	6.7%
3	28	4.9%
2	26	4.6%
1	23	4.0%
9	21	3.7%
4	21	3.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	569	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
,	177	31.1%
7	104	18.3%
6	86	15.1%
5	44	7.7%
8	38	6.7%
3	28	4.9%
2	26	4.6%
1	23	4.0%
9	21	3.7%
4	21	3.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	569	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
,	177	31.1%
7	104	18.3%
6	86	15.1%
5	44	7.7%
8	38	6.7%
3	28	4.9%
2	26	4.6%
1	23	4.0%
9	21	3.7%
4	21	3.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	569	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
,	177	31.1%
7	104	18.3%
6	86	15.1%
5	44	7.7%
8	38	6.7%
3	28	4.9%
2	26	4.6%
1	23	4.0%
9	21	3.7%
4	21	3.7%

Creatinine
Text

Distinct	95
Distinct (%)	46.6%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

Length

Max length	4
Median length	4
Mean length	3.6421569
Min length	1

Characters and Unicode

Total characters	743
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	49 ?
Unique (%)	24.0%

Sample

1st row	0,7
2nd row	0,58
3rd row	2,1
4th row	1,11
5th row	1,8

Value	Count	Frequency (%)
0,7	12	5.9%
0,9	11	5.4%
0,8	11	5.4%
1,1	6	2.9%
0,77	6	2.9%
0,88	4	2.0%
0,79	4	2.0%
0,71	4	2.0%
0,82	4	2.0%
1	4	2.0%
Other values (85)	138	67.6%

Most occurring characters

Value	Count	Frequency (%)
,	200	26.9%
0	145	19.5%
1	87	11.7%
7	61	8.2%
8	61	8.2%
9	41	5.5%
2	39	5.2%
6	37	5.0%
5	28	3.8%
3	25	3.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	743	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
,	200	26.9%
0	145	19.5%
1	87	11.7%
7	61	8.2%
8	61	8.2%
9	41	5.5%
2	39	5.2%
6	37	5.0%
5	28	3.8%
3	25	3.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	743	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
,	200	26.9%
0	145	19.5%
1	87	11.7%
7	61	8.2%
8	61	8.2%
9	41	5.5%
2	39	5.2%
6	37	5.0%
5	28	3.8%
3	25	3.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	743	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
,	200	26.9%
0	145	19.5%
1	87	11.7%
7	61	8.2%
8	61	8.2%
9	41	5.5%
2	39	5.2%
6	37	5.0%
5	28	3.8%
3	25	3.4%

Nodule
Real number (ℝ)

Distinct	6
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.7352941

Minimum	0
Maximum	5
Zeros	1
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	1.7358944
Coefficient of variation (CV)	0.63462807
Kurtosis	-1.6325954
Mean	2.7352941
Median Absolute Deviation (MAD)	1
Skewness	0.32293624
Sum	558
Variance	3.0133295
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	78	38.2%
5	66	32.4%
2	34	16.7%
3	18	8.8%
4	7	3.4%
0	1	0.5%

Value	Count	Frequency (%)
0	1	0.5%
1	78	38.2%
2	34	16.7%
3	18	8.8%
4	7	3.4%
5	66	32.4%

Value	Count	Frequency (%)
5	66	32.4%
4	7	3.4%
3	18	8.8%
2	34	16.7%
1	78	38.2%
0	1	0.5%

Major_Dim
Text

Distinct	84
Distinct (%)	41.2%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

Length

Max length	4
Median length	3
Mean length	2.4558824
Min length	1

Characters and Unicode

Total characters	501
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	42 ?
Unique (%)	20.6%

Sample

1st row	3,5
2nd row	1,8
3rd row	13
4th row	15,7
5th row	9

Value	Count	Frequency (%)
3,5	10	4.9%
2	10	4.9%
3	9	4.4%
4	7	3.4%
6	7	3.4%
9	6	2.9%
2,3	6	2.9%
4,5	5	2.5%
15	5	2.5%
10	5	2.5%
Other values (74)	134	65.7%

Most occurring characters

Value	Count	Frequency (%)
,	129	25.7%
2	56	11.2%
3	55	11.0%
5	55	11.0%
1	51	10.2%
4	35	7.0%
8	31	6.2%
6	30	6.0%
7	26	5.2%
9	22	4.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	501	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
,	129	25.7%
2	56	11.2%
3	55	11.0%
5	55	11.0%
1	51	10.2%
4	35	7.0%
8	31	6.2%
6	30	6.0%
7	26	5.2%
9	22	4.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	501	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
,	129	25.7%
2	56	11.2%
3	55	11.0%
5	55	11.0%
1	51	10.2%
4	35	7.0%
8	31	6.2%
6	30	6.0%
7	26	5.2%
9	22	4.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	501	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
,	129	25.7%
2	56	11.2%
3	55	11.0%
5	55	11.0%
1	51	10.2%
4	35	7.0%
8	31	6.2%
6	30	6.0%
7	26	5.2%
9	22	4.4%

Dir_Bil
Text

Distinct	73
Distinct (%)	35.8%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

Length

Max length	5
Median length	3
Mean length	3.1666667
Min length	1

Characters and Unicode

Total characters	646
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	47 ?
Unique (%)	23.0%

Sample

1st row	0,5
2nd row	0,85
3rd row	0,1
4th row	0,2
5th row	0,1

Value	Count	Frequency (%)
0,3	26	12.7%
0,5	16	7.8%
0,2	14	6.9%
0,4	11	5.4%
0,7	10	4.9%
1,2	8	3.9%
1,1	8	3.9%
1	7	3.4%
1,9	7	3.4%
0,6	6	2.9%
Other values (63)	91	44.6%

Most occurring characters

Value	Count	Frequency (%)
,	197	30.5%
0	121	18.7%
1	85	13.2%
3	51	7.9%
2	46	7.1%
5	39	6.0%
7	23	3.6%
9	23	3.6%
4	21	3.3%
6	21	3.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	646	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
,	197	30.5%
0	121	18.7%
1	85	13.2%
3	51	7.9%
2	46	7.1%
5	39	6.0%
7	23	3.6%
9	23	3.6%
4	21	3.3%
6	21	3.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	646	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
,	197	30.5%
0	121	18.7%
1	85	13.2%
3	51	7.9%
2	46	7.1%
5	39	6.0%
7	23	3.6%
9	23	3.6%
4	21	3.3%
6	21	3.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	646	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
,	197	30.5%
0	121	18.7%
1	85	13.2%
3	51	7.9%
2	46	7.1%
5	39	6.0%
7	23	3.6%
9	23	3.6%
4	21	3.3%
6	21	3.3%

Iron
Text

Distinct	105
Distinct (%)	51.5%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

Length

Max length	5
Median length	2
Mean length	2.7254902
Min length	1

Characters and Unicode

Total characters	556
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	64 ?
Unique (%)	31.4%

Sample

1st row	52,5
2nd row	32
3rd row	28
4th row	131
5th row	59

Value	Count	Frequency (%)
94	15	7.4%
224	8	3.9%
25	8	3.9%
52,5	7	3.4%
37	5	2.5%
91	5	2.5%
131	4	2.0%
85	4	2.0%
53	4	2.0%
184	4	2.0%
Other values (95)	140	68.6%

Most occurring characters

Value	Count	Frequency (%)
1	90	16.2%
2	71	12.8%
5	68	12.2%
4	59	10.6%
9	49	8.8%
,	46	8.3%
8	42	7.6%
7	37	6.7%
3	33	5.9%
6	32	5.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	556	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	90	16.2%
2	71	12.8%
5	68	12.2%
4	59	10.6%
9	49	8.8%
,	46	8.3%
8	42	7.6%
7	37	6.7%
3	33	5.9%
6	32	5.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	556	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	90	16.2%
2	71	12.8%
5	68	12.2%
4	59	10.6%
9	49	8.8%
,	46	8.3%
8	42	7.6%
7	37	6.7%
3	33	5.9%
6	32	5.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	556	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	90	16.2%
2	71	12.8%
5	68	12.2%
4	59	10.6%
9	49	8.8%
,	46	8.3%
8	42	7.6%
7	37	6.7%
3	33	5.9%
6	32	5.8%

Sat
Text

Distinct	70
Distinct (%)	34.3%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

Length

Max length	5
Median length	2
Mean length	1.9558824
Min length	1

Characters and Unicode

Total characters	399
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	24 ?
Unique (%)	11.8%

Sample

1st row	37
2nd row	10
3rd row	6
4th row	78
5th row	15

Value	Count	Frequency (%)
37	15	7.4%
27	14	6.9%
95	9	4.4%
13	9	4.4%
73	7	3.4%
25	6	2.9%
18	6	2.9%
31	6	2.9%
17	6	2.9%
26	5	2.5%
Other values (60)	121	59.3%

Most occurring characters

Value	Count	Frequency (%)
7	62	15.5%
3	61	15.3%
1	57	14.3%
2	50	12.5%
9	38	9.5%
5	37	9.3%
6	33	8.3%
8	28	7.0%
4	16	4.0%
0	13	3.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	399	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
7	62	15.5%
3	61	15.3%
1	57	14.3%
2	50	12.5%
9	38	9.5%
5	37	9.3%
6	33	8.3%
8	28	7.0%
4	16	4.0%
0	13	3.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	399	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
7	62	15.5%
3	61	15.3%
1	57	14.3%
2	50	12.5%
9	38	9.5%
5	37	9.3%
6	33	8.3%
8	28	7.0%
4	16	4.0%
0	13	3.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	399	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
7	62	15.5%
3	61	15.3%
1	57	14.3%
2	50	12.5%
9	38	9.5%
5	37	9.3%
6	33	8.3%
8	28	7.0%
4	16	4.0%
0	13	3.3%

Ferritin
Text

Distinct	117
Distinct (%)	57.4%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

Length

Max length	4
Median length	3
Mean length	2.8235294
Min length	1

Characters and Unicode

Total characters	576
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	77 ?
Unique (%)	37.7%

Sample

1st row	856
2nd row	18
3rd row	16
4th row	1316
5th row	22

Value	Count	Frequency (%)
70	8	3.9%
363	8	3.9%
60	8	3.9%
856	7	3.4%
80	6	2.9%
48	6	2.9%
982	4	2.0%
173	4	2.0%
76,9	4	2.0%
1316	4	2.0%
Other values (107)	145	71.1%

Most occurring characters

Value	Count	Frequency (%)
1	74	12.8%
6	68	11.8%
0	65	11.3%
2	62	10.8%
8	62	10.8%
3	59	10.2%
7	57	9.9%
4	47	8.2%
9	41	7.1%
5	36	6.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	576	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	74	12.8%
6	68	11.8%
0	65	11.3%
2	62	10.8%
8	62	10.8%
3	59	10.2%
7	57	9.9%
4	47	8.2%
9	41	7.1%
5	36	6.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	576	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	74	12.8%
6	68	11.8%
0	65	11.3%
2	62	10.8%
8	62	10.8%
3	59	10.2%
7	57	9.9%
4	47	8.2%
9	41	7.1%
5	36	6.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	576	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	74	12.8%
6	68	11.8%
0	65	11.3%
2	62	10.8%
8	62	10.8%
3	59	10.2%
7	57	9.9%
4	47	8.2%
9	41	7.1%
5	36	6.2%

Class
Categorical

Uniform

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

1	102
0	102

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	204
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
1	102	50.0%
0	102	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	102	50.0%
0	102	50.0%

Most occurring characters

Value	Count	Frequency (%)
1	102	50.0%
0	102	50.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	102	50.0%
0	102	50.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	102	50.0%
0	102	50.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	102	50.0%
0	102	50.0%

Interactions

Correlations

	AHT	ALP	ALT	AST	Age	Alcohol	Ascites	CRI	Cirrhosis	Class	Diabetes	Encephalopathy	Endemic	GGT	Gender	Grams_day	HBcAb	HBeAg	HBsAg	HCVAb	HIV	Hallmark	Hemochro	Metastasis	NASH	Nodule	Obesity	PHT	PS	PVT	Packs_year	Smoking	Spleno	Symptoms	Varices
AHT	1.000	0.131	0.168	0.000	0.340	0.000	0.000	0.248	0.181	0.000	0.325	0.144	0.000	0.092	0.103	0.114	0.092	0.000	0.000	0.070	0.000	0.000	0.144	0.053	0.000	0.000	0.036	0.035	0.124	0.025	0.289	0.000	0.226	0.129	0.128
ALP	0.131	1.000	0.276	0.290	-0.038	0.194	0.151	0.000	0.381	0.361	0.167	0.275	0.000	0.601	0.238	0.026	0.000	0.476	0.186	0.112	0.000	0.196	0.000	0.125	0.000	0.124	0.000	0.200	0.263	0.152	0.059	0.252	0.132	0.119	0.244
ALT	0.168	0.276	1.000	0.731	-0.264	0.061	0.000	0.000	0.161	0.036	0.151	0.000	0.240	0.390	0.025	-0.073	0.269	0.288	0.164	0.398	0.000	0.000	0.000	0.000	0.277	0.136	0.130	0.000	0.054	0.048	0.000	0.114	0.000	0.138	0.000
AST	0.000	0.290	0.731	1.000	-0.157	0.000	0.120	0.000	0.000	0.275	0.070	0.276	0.000	0.368	0.000	0.063	0.126	0.653	0.198	0.346	0.000	0.125	0.000	0.210	0.000	0.184	0.000	0.000	0.218	0.108	0.244	0.000	0.000	0.143	0.055
Age	0.340	-0.038	-0.264	-0.157	1.000	0.204	0.000	0.307	0.268	0.161	0.255	0.154	0.218	0.003	0.304	0.028	0.217	0.174	0.274	0.300	0.224	0.000	0.000	0.000	0.000	-0.077	0.085	0.191	0.000	0.000	0.000	0.132	0.187	0.251	0.196
Alcohol	0.000	0.194	0.061	0.000	0.204	1.000	0.281	0.026	0.450	0.000	0.000	0.167	0.071	0.000	0.421	0.862	0.000	0.000	0.000	0.169	0.000	0.242	0.103	0.000	0.000	0.000	0.062	0.401	0.209	0.081	0.232	0.117	0.083	0.000	0.181
Ascites	0.000	0.151	0.000	0.120	0.000	0.281	1.000	0.000	0.187	0.216	0.148	0.297	0.000	0.000	0.133	0.288	0.133	0.204	0.181	0.000	0.000	0.000	0.000	0.099	0.000	0.097	0.000	0.463	0.307	0.151	0.176	0.000	0.273	0.171	0.280
CRI	0.248	0.000	0.000	0.000	0.307	0.026	0.000	1.000	0.197	0.088	0.228	0.000	0.016	0.000	0.000	0.098	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.108	0.106	0.112	0.313	0.000	0.088	0.000	0.000
Cirrhosis	0.181	0.381	0.161	0.000	0.268	0.450	0.187	0.197	1.000	0.000	0.000	0.019	0.051	0.133	0.195	0.394	0.128	0.000	0.040	0.000	0.000	0.034	0.000	0.000	0.000	0.183	0.059	0.368	0.116	0.100	0.219	0.000	0.274	0.077	0.355
Class	0.000	0.361	0.036	0.275	0.161	0.000	0.216	0.088	0.000	1.000	0.101	0.166	0.128	0.158	0.000	0.000	0.000	0.041	0.000	0.000	0.000	0.017	0.000	0.240	0.000	0.094	0.000	0.000	0.396	0.150	0.230	0.083	0.000	0.267	0.000
Diabetes	0.325	0.167	0.151	0.070	0.255	0.000	0.148	0.228	0.000	0.101	1.000	0.089	0.000	0.000	0.000	0.000	0.283	0.000	0.173	0.000	0.000	0.147	0.000	0.000	0.000	0.000	0.000	0.000	0.203	0.119	0.000	0.000	0.000	0.112	0.000
Encephalopathy	0.144	0.275	0.000	0.276	0.154	0.167	0.297	0.000	0.019	0.166	0.089	1.000	0.037	0.129	0.022	0.099	0.239	0.642	0.488	0.057	0.000	0.211	0.157	0.000	0.000	0.169	0.000	0.242	0.444	0.144	0.179	0.000	0.182	0.079	0.124
Endemic	0.000	0.000	0.240	0.000	0.218	0.071	0.000	0.016	0.051	0.128	0.000	0.037	1.000	0.344	0.000	0.208	0.145	0.000	0.233	0.078	0.000	0.011	0.000	0.000	0.000	0.104	0.000	0.131	0.066	0.061	0.000	0.000	0.000	0.000	0.044
GGT	0.092	0.601	0.390	0.368	0.003	0.000	0.000	0.000	0.133	0.158	0.000	0.129	0.344	1.000	0.000	0.005	0.000	0.000	0.060	0.204	0.000	0.000	0.166	0.092	0.254	0.116	0.090	0.042	0.050	0.148	0.227	0.000	0.117	0.000	0.122
Gender	0.103	0.238	0.025	0.000	0.304	0.421	0.133	0.000	0.195	0.000	0.000	0.022	0.000	0.000	1.000	0.420	0.000	0.000	0.124	0.000	0.000	0.000	0.064	0.000	0.000	0.123	0.000	0.227	0.103	0.000	0.179	0.296	0.126	0.000	0.074
Grams_day	0.114	0.026	-0.073	0.063	0.028	0.862	0.288	0.098	0.394	0.000	0.000	0.099	0.208	0.005	0.420	1.000	0.000	0.156	0.094	0.175	0.000	0.181	0.189	0.102	0.000	-0.009	0.127	0.400	0.153	0.114	0.410	0.169	0.096	0.000	0.148
HBcAb	0.092	0.000	0.269	0.126	0.217	0.000	0.133	0.000	0.128	0.000	0.283	0.239	0.145	0.000	0.000	0.000	1.000	0.144	0.479	0.313	0.144	0.000	0.000	0.000	0.000	0.000	0.000	0.109	0.127	0.000	0.260	0.076	0.013	0.095	0.000
HBeAg	0.000	0.476	0.288	0.653	0.174	0.000	0.204	0.000	0.000	0.041	0.000	0.642	0.000	0.000	0.000	0.156	0.144	1.000	0.304	0.055	0.000	0.105	0.000	0.000	0.000	0.000	0.000	0.000	0.689	0.000	0.000	0.000	0.021	0.000	0.000
HBsAg	0.000	0.186	0.164	0.198	0.274	0.000	0.181	0.000	0.040	0.000	0.173	0.488	0.233	0.060	0.124	0.094	0.479	0.304	1.000	0.000	0.000	0.000	0.000	0.128	0.000	0.128	0.047	0.060	0.225	0.000	0.203	0.000	0.000	0.000	0.000
HCVAb	0.070	0.112	0.398	0.346	0.300	0.169	0.000	0.000	0.000	0.000	0.000	0.057	0.078	0.204	0.000	0.175	0.313	0.055	0.000	1.000	0.177	0.000	0.000	0.000	0.000	0.196	0.037	0.000	0.151	0.121	0.314	0.086	0.025	0.000	0.000
HIV	0.000	0.000	0.000	0.000	0.224	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.144	0.000	0.000	0.177	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.551	0.062	0.000	0.120	0.000
Hallmark	0.000	0.196	0.000	0.125	0.000	0.242	0.000	0.000	0.034	0.017	0.147	0.211	0.011	0.000	0.000	0.181	0.000	0.105	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.154	0.000	0.215	0.247	0.000	0.288	0.000	0.100	0.000	0.000
Hemochro	0.144	0.000	0.000	0.000	0.000	0.103	0.000	0.000	0.000	0.000	0.000	0.157	0.000	0.166	0.064	0.189	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.088	0.000	0.159	0.000	0.000	0.119	0.000	0.331	0.000	0.000	0.000	0.000
Metastasis	0.053	0.125	0.000	0.210	0.000	0.000	0.099	0.000	0.000	0.240	0.000	0.000	0.000	0.092	0.000	0.102	0.000	0.000	0.128	0.000	0.000	0.000	0.088	1.000	0.078	0.439	0.000	0.036	0.348	0.000	0.149	0.130	0.000	0.216	0.000
NASH	0.000	0.000	0.277	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.254	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.078	1.000	0.000	0.241	0.000	0.000	0.000	0.000	0.000	0.109	0.000	0.217
Nodule	0.000	0.124	0.136	0.184	-0.077	0.000	0.097	0.000	0.183	0.094	0.000	0.169	0.104	0.116	0.123	-0.009	0.000	0.000	0.128	0.196	0.000	0.154	0.159	0.439	0.000	1.000	0.020	0.000	0.000	0.000	0.408	0.100	0.000	0.093	0.000
Obesity	0.036	0.000	0.130	0.000	0.085	0.062	0.000	0.000	0.059	0.000	0.000	0.000	0.000	0.090	0.000	0.127	0.000	0.000	0.047	0.037	0.000	0.000	0.000	0.000	0.241	0.020	1.000	0.048	0.142	0.000	0.139	0.042	0.000	0.106	0.000
PHT	0.035	0.200	0.000	0.000	0.191	0.401	0.463	0.108	0.368	0.000	0.000	0.242	0.131	0.042	0.227	0.400	0.109	0.000	0.060	0.000	0.000	0.215	0.000	0.036	0.000	0.000	0.048	1.000	0.313	0.159	0.270	0.126	0.550	0.000	0.600
PS	0.124	0.263	0.054	0.218	0.000	0.209	0.307	0.106	0.116	0.396	0.203	0.444	0.066	0.050	0.103	0.153	0.127	0.689	0.225	0.151	0.000	0.247	0.119	0.348	0.000	0.000	0.142	0.313	1.000	0.298	0.065	0.000	0.030	0.272	0.213
PVT	0.025	0.152	0.048	0.108	0.000	0.081	0.151	0.112	0.100	0.150	0.119	0.144	0.061	0.148	0.000	0.114	0.000	0.000	0.000	0.121	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.159	0.298	1.000	0.245	0.102	0.079	0.088	0.070
Packs_year	0.289	0.059	0.000	0.244	0.000	0.232	0.176	0.313	0.219	0.230	0.000	0.179	0.000	0.227	0.179	0.410	0.260	0.000	0.203	0.314	0.551	0.288	0.331	0.149	0.000	0.408	0.139	0.270	0.065	0.245	1.000	0.811	0.272	0.226	0.278
Smoking	0.000	0.252	0.114	0.000	0.132	0.117	0.000	0.000	0.000	0.083	0.000	0.000	0.000	0.000	0.296	0.169	0.076	0.000	0.000	0.086	0.062	0.000	0.000	0.130	0.000	0.100	0.042	0.126	0.000	0.102	0.811	1.000	0.171	0.000	0.054
Spleno	0.226	0.132	0.000	0.000	0.187	0.083	0.273	0.088	0.274	0.000	0.000	0.182	0.000	0.117	0.126	0.096	0.013	0.021	0.000	0.025	0.000	0.100	0.000	0.000	0.109	0.000	0.000	0.550	0.030	0.079	0.272	0.171	1.000	0.000	0.600
Symptoms	0.129	0.119	0.138	0.143	0.251	0.000	0.171	0.000	0.077	0.267	0.112	0.079	0.000	0.000	0.000	0.000	0.095	0.000	0.000	0.000	0.120	0.000	0.000	0.216	0.000	0.093	0.106	0.000	0.272	0.088	0.226	0.000	0.000	1.000	0.129
Varices	0.128	0.244	0.000	0.055	0.196	0.181	0.280	0.000	0.355	0.000	0.000	0.124	0.044	0.122	0.074	0.148	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.217	0.000	0.000	0.600	0.213	0.070	0.278	0.054	0.600	0.129	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	Gender	Symptoms	Alcohol	HBsAg	HBcAb	HCVAb	Cirrhosis	Smoking	Diabetes	Obesity	Hemochro	AHT	CRI	Varices	Spleno	PHT	PVT	Metastasis	Hallmark	Age	Grams_day	Packs_year	PS	Encephalopathy	Ascites	INR	AFP	Hemoglobin	MCV	Leucocytes	Platelets	Albumin	Total_Bil	ALT	AST	GGT	ALP	TP	Creatinine	Nodule	Major_Dim	Dir_Bil	Iron	Sat	Ferritin	Class
0	1	0	1	0	0	0	1	1	1	0	1	0	0	1	0	0	0	0	1	67	137	15	0	1	1	1,53	95	13,7	106,6	4,9	99	3,4	2,1	34	41	183	150	7,1	0,7	1	3,5	0,5	52,5	37	856	1
1	0	0	0	0	0	1	1	1	1	0	0	1	0	1	0	0	0	0	1	62	0	0	0	1	1	1,24	2,6	10,3	83	6,1	1,71	3,9	0,8	11	28	77	120	7	0,58	1	1,8	0,85	32	10	18	1
2	1	0	1	1	1	0	1	1	0	0	0	1	1	0	0	1	0	1	1	78	50	50	2	1	2	0,96	5,8	8,9	79,8	8,4	472	3,3	0,4	58	68	202	109	7	2,1	5	13	0,1	28	6	16	1
3	1	1	1	0	0	0	1	1	1	0	0	1	0	0	0	0	0	1	1	77	40	30	0	1	1	0,95	2440	13,4	97,1	9	279	3,7	0,4	16	64	94	174	8,1	1,11	2	15,7	0,2	131	78	1316	0
4	1	1	1	1	1	0	1	1	0	0	0	1	1	0	0	0	0	0	1	76	100	30	0	1	1	0,94	49	14,3	95,1	6,4	199	4,1	0,7	147	306	173	109	6,9	1,8	1	9	0,1	59	15	22	1
5	1	0	1	0	0	0	1	1	0	1	0	0	0	1	1	1	0	0	1	75	100	67,5	1	1	2	1,58	110	13,4	91,5	5,4	85	3,4	3,5	91	122	242	396	5,6	0,9	1	10	1,4	53	22	111	0
6	1	0	0	0	1	1	1	0	1	0	0	0	0	0	0	0	0	0	1	49	0	0	0	1	1	1,4	138,9	10,4	102	3,2	42000	2,35	2,72	119	183	143	211	7,3	0,8	5	2,6	2,19	171	126	1452	0
7	1	1	1	0	0	0	1	1	1	0	0	0	0	0	1	1	1	0	1	61	60	20	3	1	1	1,46	9860	10,8	92	3	58	3,1	3,2	79	108	184	300	7,1	0,52	2	9	1,3	42	25	706	0
8	1	1	1	0	0	0	1	1	1	0	0	1	0	1	1	1	0	0	1	50	100	32	1	1	2	3,14	8,8	11,9	107,5	4,9	70	1,9	3,3	26	59	115	63	6,1	0,59	1	6,4	1,2	85	73	982	1
9	1	1	1	0	0	0	1	0	0	0	1	0	0	0	1	0	0	0	0	43	100	0	0	1	1	1,12	1,8	11,8	87,8	5100	193000	4,2	0,5	71	45	256	303	7,1	0,59	1	9,3	0,7	37	11	173	1

	Gender	Symptoms	Alcohol	HBsAg	HBcAb	HCVAb	Cirrhosis	Smoking	Diabetes	Hemochro	AHT	CRI	Varices	Spleno	PHT	PVT	Metastasis	Hallmark	Age	Grams_day	Packs_year	PS	Encephalopathy	Ascites	INR	AFP	Hemoglobin	MCV	Leucocytes	Platelets	Albumin	Total_Bil	ALT	AST	GGT	ALP	TP	Creatinine	Nodule	Major_Dim	Dir_Bil	Iron	Sat	Ferritin
194	1	1	1	1	1	0	1	0	0	0	0	0	1	1	1	0	1	1	64	100	5	3	3	3	1,57	283	8,4	112,2	4,2	68596,59	2,51	2,85	60	106	85	85	5	0,8	5	3,7	1,18	56,9	27	366
195	0	1	1	0	0	0	1	0	1	0	0	0	0	0	1	0	0	1	79	96	8	3	2	2	1,25	1524,3	12	91,1	7,5	327084,47	3,48	1,01	24	53	261	210	6,7	0,74	2	7	1,13	77	26	74
196	1	1	1	0	1	1	1	1	0	1	0	0	1	0	1	0	0	0	63	128	46	2	1	2	2,14	523,2	11,5	88,9	6737,6	206182,47	3,31	1,65	92	97	712	446	7,2	0,65	2	10,2	1,81	187,2	76	435
197	1	1	1	0	0	0	1	1	1	0	1	0	0	0	0	0	1	1	74	43	28	1	1	1	1,04	3726,8	12,9	96,2	8	240,67	3,6	0,89	27	72	110	196	7,9	1,01	2	14,5	0,39	115,6	69	1210
198	1	1	1	0	0	0	1	0	0	0	0	0	0	0	0	1	1	1	65	100	20	1	1	1	1,01	337,2	12,4	90,6	4683,8	216523,07	3,45	0,7	103	228	1020	575	7,2	0,76	3	7,1	1,1	137,9	66	718
199	0	0	0	0	0	1	1	0	1	0	0	1	1	1	0	0	0	0	70	17	7	0	1	1	1,33	502,6	11,1	102,8	6,9	90846,8	3,18	2,67	102	126	389	117	7	5,25	2	8,8	1,35	73,3	46	873
200	0	1	1	0	0	0	1	0	1	0	0	0	0	0	1	0	0	1	80	107	13	3	2	2	1,35	2353,7	12,2	95,2	6,7	332033,67	3,26	1,07	24	56	229	231	6,5	0,78	2	7,6	1,04	69,3	23	70
201	1	1	1	0	0	0	1	0	0	0	0	0	0	0	1	0	0	1	80	86	0	3	1	1	1,55	23,4	10,2	96,3	7,4	195,76	2,93	3,22	66	68	469	304	7	1,07	1	12	1,57	71,2	29	106
202	1	1	1	0	0	0	1	0	1	0	1	1	1	1	1	0	1	1	74	124	0	3	2	1	1,33	6,1	13	86	1118,4	101884,41	3,31	1,45	29	48	203	197	7,2	1,08	5	3	0,63	94,4	83	859
203	0	1	0	0	0	0	0	0	0	0	1	1	0	0	0	0	1	1	82	0	1	1	1	1	1,09	798,9	11,4	89,4	193,2	317292,71	3,4	0,8	76	101	730	579	7,2	2,13	5	16,1	0,11	14,6	5	161

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)